Day 1. I started this account for one reason: to test every AI model so you don't have to.
Coding agents, open weights, usage limits, and the tricks nobody documents.
New tests daily. Follow if you build with AI.
Google just made voice acting a text prompt.
Gemini 3.8 Flash TTS:
2,000+ voices, 100+ languages
clone a voice from 30 seconds (consent required)
direct every line: whisper, laugh, sigh
~$0.81/hr of audio. Flash-Lite: ~$0.54/hr
ElevenLabs should be nervous.
#TTS#GeminiAI
@RoundtableSpace calibrated yes/no judgments from any open LLM with zero labels is the sleeper here. hidden-state decision heads without retraining is what makes this usable by regular people instead of just labs
@RoundtableSpace jev-pruner squeezing a 76k-char log into 4k is the one that matters here. big model plans, jev picks the next action, code executes it. that three-line loop is basically the entire future of agents
@theo 13B tokens on opus 5.5 is a usage screenshot that doubles as a cry for help. the bring-your-own-subscriptions part is the real unlock though. cursor rents you a seat, t3 just routes the subs you already pay for
An open model beats Claude Opus 4.8 on your own hardware. GLM-5.2: 82.7 on Terminal-Bench 2.1 vs 78.9 for Opus 4.8.
Unsloth's 2-bit GGUF fits it under 200GB, within 2-3% of quality.
Anthropic-compatible, drops into Claude Code with an endpoint swap. #AICoding#OpenWeights
Your coding agents just got a boss.
Databricks shipped the Unity Gateway CLI: one command puts Claude Code, Codex, Gemini CLI, Copilot, and Cursor behind a single gateway.
Admins set the models, MCP tools, and spend caps. Their Smart Routing claims 35% savings.
#AICoding
@abdullla_me@kenn No prompt to share on this one. The Unity Gateway stuff is Databricks' real CLI and docs, not something I wrote. Their release notes have the full setup for Smart Routing and per-team spend caps.